Mplus VERSION 8.4 (Mac)
MUTHEN & MUTHEN
01/31/2023   1:51 PM

INPUT INSTRUCTIONS

  TITLE:
    Exploratory/confirmatory factor analysis of the InDI-M ;

  DATA:
    FILE IS InDIM_exploratory.dat ;

  VARIABLE:
    NAMES ARE
       InDIM1 InDIM2 InDIM3 InDIM4 InDIM5
       InDIM6 InDIM7 InDIM8 InDIM9 InDIM10
       InDIM11 InDIM12 InDIM13
       ;

    USEVARIABLES ARE
       InDIM1 InDIM2 InDIM3 InDIM4 InDIM5
       InDIM6 InDIM7 InDIM8 InDIM9 InDIM10
       InDIM11 InDIM12 InDIM13
       ;

    CATEGORICAL ARE
       InDIM1 InDIM2 InDIM3 InDIM4 InDIM5
       InDIM6 InDIM7 InDIM8 InDIM9 InDIM10
       InDIM11 InDIM12 InDIM13
       ;

    MISSING = . ;

  ANALYSIS:
    ESTIMATOR IS WLSMV ;
    ROTATION = GEOMIN ;
    !PARAMETERIZATION = DELTA ;

  MODEL:
    f1-f2 BY InDIM1 InDIM2 InDIM3 InDIM4 InDIM5
       InDIM6 InDIM7 InDIM8 InDIM9 InDIM10
       InDIM11 InDIM12 InDIM13 (*1)
       ;

  OUTPUT: modindices(all);
          stand(STDYX);
          !cinterval;
          !sampstat;
          !TECH1;
          !TECH8;
          !TECH10;



*** WARNING
  Data set contains cases with missing on all variables.
  These cases were not included in the analysis.
  Number of cases with missing on all variables:  1
   1 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS




Exploratory/confirmatory factor analysis of the InDI-M ;

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        1064

Number of dependent variables                                   13
Number of independent variables                                  0
Number of continuous latent variables                            2

Observed dependent variables

  Binary and ordered categorical (ordinal)
   INDIM1      INDIM2      INDIM3      INDIM4      INDIM5      INDIM6
   INDIM7      INDIM8      INDIM9      INDIM10     INDIM11     INDIM12
   INDIM13

Continuous latent variables

  EFA factors
  *1:   F1          F2


Estimator                                                    WLSMV
Rotation                                                    GEOMIN
Row standardization                                    CORRELATION
Type of rotation                                           OBLIQUE
Epsilon value                                               Varies
Maximum number of iterations                                  1000
Convergence criterion                                    0.500D-04
Maximum number of steepest descent iterations                   20
Maximum number of iterations for H1                           2000
Convergence criterion for H1                             0.100D-03
Optimization Specifications for the Exploratory Factor Analysis
Rotation Algorithm
  Number of random starts                                       30
  Maximum number of iterations                               10000
  Derivative convergence criterion                       0.100D-04
Parameterization                                             DELTA
Link                                                        PROBIT

Input data file(s)
  InDIM_exploratory.dat

Input data format  FREE


SUMMARY OF DATA

     Number of missing data patterns            19


COVARIANCE COVERAGE OF DATA

Minimum covariance coverage value   0.100


     PROPORTION OF DATA PRESENT


           Covariance Coverage
              INDIM1        INDIM2        INDIM3        INDIM4        INDIM5
              ________      ________      ________      ________      ________
 INDIM1         0.999
 INDIM2         0.997         0.998
 INDIM3         0.995         0.994         0.996
 INDIM4         0.995         0.994         0.992         0.996
 INDIM5         0.997         0.996         0.994         0.994         0.998
 INDIM6         0.994         0.993         0.992         0.992         0.993
 INDIM7         0.993         0.992         0.991         0.991         0.992
 INDIM8         0.996         0.995         0.993         0.993         0.995
 INDIM9         0.992         0.992         0.990         0.990         0.992
 INDIM10        0.992         0.992         0.991         0.990         0.992
 INDIM11        0.995         0.994         0.992         0.992         0.994
 INDIM12        0.994         0.993         0.992         0.992         0.993
 INDIM13        0.995         0.994         0.992         0.992         0.994


           Covariance Coverage
              INDIM6        INDIM7        INDIM8        INDIM9        INDIM10
              ________      ________      ________      ________      ________
 INDIM6         0.995
 INDIM7         0.990         0.994
 INDIM8         0.992         0.992         0.997
 INDIM9         0.989         0.988         0.991         0.993
 INDIM10        0.989         0.988         0.991         0.987         0.993
 INDIM11        0.992         0.991         0.993         0.990         0.991
 INDIM12        0.991         0.990         0.992         0.990         0.990
 INDIM13        0.992         0.991         0.993         0.990         0.992


           Covariance Coverage
              INDIM11       INDIM12       INDIM13
              ________      ________      ________
 INDIM11        0.996
 INDIM12        0.992         0.995
 INDIM13        0.993         0.992         0.996


UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES

    INDIM1
      Category 1    0.894          950.000
      Category 2    0.075           80.000
      Category 3    0.031           33.000
    INDIM2
      Category 1    0.627          666.000
      Category 2    0.229          243.000
      Category 3    0.144          153.000
    INDIM3
      Category 1    0.839          889.000
      Category 2    0.122          129.000
      Category 3    0.040           42.000
    INDIM4
      Category 1    0.712          755.000
      Category 2    0.172          182.000
      Category 3    0.116          123.000
    INDIM5
      Category 1    0.893          948.000
      Category 2    0.083           88.000
      Category 3    0.024           26.000
    INDIM6
      Category 1    0.863          914.000
      Category 2    0.092           97.000
      Category 3    0.045           48.000
    INDIM7
      Category 1    0.839          888.000
      Category 2    0.126          133.000
      Category 3    0.035           37.000
    INDIM8
      Category 1    0.678          719.000
      Category 2    0.201          213.000
      Category 3    0.122          129.000
    INDIM9
      Category 1    0.677          716.000
      Category 2    0.207          219.000
      Category 3    0.115          122.000
    INDIM10
      Category 1    0.732          774.000
      Category 2    0.161          170.000
      Category 3    0.107          113.000
    INDIM11
      Category 1    0.730          774.000
      Category 2    0.167          177.000
      Category 3    0.103          109.000
    INDIM12
      Category 1    0.777          823.000
      Category 2    0.122          129.000
      Category 3    0.101          107.000
    INDIM13
      Category 1    0.766          812.000
      Category 2    0.149          158.000
      Category 3    0.085           90.000



THE MODEL ESTIMATION TERMINATED NORMALLY



MODEL FIT INFORMATION

Number of Free Parameters                       51

Chi-Square Test of Model Fit

          Value                            113.035*
          Degrees of Freedom                    53
          P-Value                           0.0000

*   The chi-square value for MLM, MLMV, MLR, ULSMV, WLSM and WLSMV cannot be used
    for chi-square difference testing in the regular way.  MLM, MLR and WLSM
    chi-square difference testing is described on the Mplus website.  MLMV, WLSMV,
    and ULSMV difference testing is done using the DIFFTEST option.

RMSEA (Root Mean Square Error Of Approximation)

          Estimate                           0.033
          90 Percent C.I.                    0.024  0.041
          Probability RMSEA <= .05           1.000

CFI/TLI

          CFI                                0.990
          TLI                                0.985

Chi-Square Test of Model Fit for the Baseline Model

          Value                           6046.675
          Degrees of Freedom                    78
          P-Value                           0.0000

SRMR (Standardized Root Mean Square Residual)

          Value                              0.031

Optimum Function Value for Weighted Least-Squares Estimator

          Value                     0.28163970D-01



MODEL RESULTS

                                                    Two-Tailed
                    Estimate       S.E.  Est./S.E.    P-Value

 F1       BY
    INDIM1             0.664      0.085      7.776      0.000
    INDIM2             0.542      0.075      7.217      0.000
    INDIM3             0.821      0.075     10.987      0.000
    INDIM4             0.456      0.078      5.873      0.000
    INDIM5             0.499      0.083      6.002      0.000
    INDIM6             0.771      0.038     20.075      0.000
    INDIM7             0.571      0.079      7.207      0.000
    INDIM8             0.328      0.076      4.315      0.000
    INDIM9             0.325      0.084      3.859      0.000
    INDIM10           -0.077      0.112     -0.688      0.491
    INDIM11            0.129      0.099      1.299      0.194
    INDIM12            0.009      0.019      0.457      0.648
    INDIM13            0.331      0.087      3.826      0.000

 F2       BY
    INDIM1             0.088      0.101      0.875      0.382
    INDIM2             0.202      0.081      2.479      0.013
    INDIM3            -0.025      0.090     -0.273      0.785
    INDIM4             0.307      0.078      3.937      0.000
    INDIM5             0.251      0.088      2.847      0.004
    INDIM6            -0.011      0.023     -0.461      0.645
    INDIM7             0.211      0.088      2.393      0.017
    INDIM8             0.461      0.074      6.243      0.000
    INDIM9             0.461      0.077      5.968      0.000
    INDIM10            0.989      0.084     11.819      0.000
    INDIM11            0.744      0.076      9.739      0.000
    INDIM12            0.678      0.036     18.952      0.000
    INDIM13            0.477      0.079      6.058      0.000

 F2       WITH
    F1                 0.646      0.062     10.404      0.000

 Thresholds
    INDIM1$1           1.246      0.052     24.189      0.000
    INDIM1$2           1.866      0.076     24.550      0.000
    INDIM2$1           0.324      0.039      8.271      0.000
    INDIM2$2           1.062      0.047     22.370      0.000
    INDIM3$1           0.989      0.046     21.415      0.000
    INDIM3$2           1.755      0.070     25.049      0.000
    INDIM4$1           0.560      0.041     13.735      0.000
    INDIM4$2           1.195      0.050     23.731      0.000
    INDIM5$1           1.241      0.051     24.134      0.000
    INDIM5$2           1.969      0.083     23.843      0.000
    INDIM6$1           1.094      0.048     22.709      0.000
    INDIM6$2           1.692      0.067     25.235      0.000
    INDIM7$1           0.992      0.046     21.430      0.000
    INDIM7$2           1.812      0.073     24.778      0.000
    INDIM8$1           0.461      0.040     11.529      0.000
    INDIM8$2           1.167      0.050     23.486      0.000
    INDIM9$1           0.460      0.040     11.490      0.000
    INDIM9$2           1.198      0.051     23.725      0.000
    INDIM10$1          0.620      0.041     14.981      0.000
    INDIM10$2          1.243      0.052     24.096      0.000
    INDIM11$1          0.613      0.041     14.871      0.000
    INDIM11$2          1.266      0.052     24.297      0.000
    INDIM12$1          0.763      0.043     17.787      0.000
    INDIM12$2          1.276      0.052     24.356      0.000
    INDIM13$1          0.726      0.042     17.112      0.000
    INDIM13$2          1.373      0.055     24.931      0.000

 Variances
    F1                 1.000      0.000    999.000    999.000
    F2                 1.000      0.000    999.000    999.000


STANDARDIZED MODEL RESULTS


STDYX Standardization

                                                    Two-Tailed
                    Estimate       S.E.  Est./S.E.    P-Value

 F1       BY
    INDIM1             0.664      0.085      7.776      0.000
    INDIM2             0.542      0.075      7.217      0.000
    INDIM3             0.821      0.075     10.987      0.000
    INDIM4             0.456      0.078      5.873      0.000
    INDIM5             0.499      0.083      6.002      0.000
    INDIM6             0.771      0.038     20.075      0.000
    INDIM7             0.571      0.079      7.207      0.000
    INDIM8             0.328      0.076      4.315      0.000
    INDIM9             0.325      0.084      3.859      0.000
    INDIM10           -0.077      0.112     -0.688      0.491
    INDIM11            0.129      0.099      1.299      0.194
    INDIM12            0.009      0.019      0.457      0.648
    INDIM13            0.331      0.087      3.826      0.000

 F2       BY
    INDIM1             0.088      0.101      0.875      0.382
    INDIM2             0.202      0.081      2.479      0.013
    INDIM3            -0.025      0.090     -0.273      0.785
    INDIM4             0.307      0.078      3.937      0.000
    INDIM5             0.251      0.088      2.847      0.004
    INDIM6            -0.011      0.023     -0.461      0.645
    INDIM7             0.211      0.088      2.393      0.017
    INDIM8             0.461      0.074      6.243      0.000
    INDIM9             0.461      0.077      5.968      0.000
    INDIM10            0.989      0.084     11.819      0.000
    INDIM11            0.744      0.076      9.739      0.000
    INDIM12            0.678      0.036     18.952      0.000
    INDIM13            0.477      0.079      6.058      0.000

 F2       WITH
    F1                 0.646      0.062     10.404      0.000

 Thresholds
    INDIM1$1           1.246      0.052     24.189      0.000
    INDIM1$2           1.866      0.076     24.550      0.000
    INDIM2$1           0.324      0.039      8.271      0.000
    INDIM2$2           1.062      0.047     22.370      0.000
    INDIM3$1           0.989      0.046     21.415      0.000
    INDIM3$2           1.755      0.070     25.049      0.000
    INDIM4$1           0.560      0.041     13.735      0.000
    INDIM4$2           1.195      0.050     23.731      0.000
    INDIM5$1           1.241      0.051     24.134      0.000
    INDIM5$2           1.969      0.083     23.843      0.000
    INDIM6$1           1.094      0.048     22.709      0.000
    INDIM6$2           1.692      0.067     25.235      0.000
    INDIM7$1           0.992      0.046     21.430      0.000
    INDIM7$2           1.812      0.073     24.778      0.000
    INDIM8$1           0.461      0.040     11.529      0.000
    INDIM8$2           1.167      0.050     23.486      0.000
    INDIM9$1           0.460      0.040     11.490      0.000
    INDIM9$2           1.198      0.051     23.725      0.000
    INDIM10$1          0.620      0.041     14.981      0.000
    INDIM10$2          1.243      0.052     24.096      0.000
    INDIM11$1          0.613      0.041     14.871      0.000
    INDIM11$2          1.266      0.052     24.297      0.000
    INDIM12$1          0.763      0.043     17.787      0.000
    INDIM12$2          1.276      0.052     24.356      0.000
    INDIM13$1          0.726      0.042     17.112      0.000
    INDIM13$2          1.373      0.055     24.931      0.000

 Variances
    F1                 1.000      0.000    999.000    999.000
    F2                 1.000      0.000    999.000    999.000


R-SQUARE

    Observed                                        Two-Tailed   Residual
    Variable        Estimate       S.E.  Est./S.E.    P-Value    Variance

    INDIM1             0.524      0.055      9.480      0.000      0.476
    INDIM2             0.475      0.039     12.086      0.000      0.525
    INDIM3             0.649      0.051     12.631      0.000      0.351
    INDIM4             0.483      0.038     12.701      0.000      0.517
    INDIM5             0.474      0.054      8.769      0.000      0.526
    INDIM6             0.584      0.053     11.080      0.000      0.416
    INDIM7             0.526      0.046     11.480      0.000      0.474
    INDIM8             0.515      0.035     14.755      0.000      0.485
    INDIM9             0.512      0.036     14.297      0.000      0.488
    INDIM10            0.886      0.045     19.692      0.000      0.114
    INDIM11            0.693      0.034     20.635      0.000      0.307
    INDIM12            0.468      0.043     10.945      0.000      0.532
    INDIM13            0.541      0.038     14.138      0.000      0.459


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.251E-02
       (ratio of smallest to largest eigenvalue)


MODEL MODIFICATION INDICES

Minimum M.I. value for printing the modification index    10.000

                                   M.I.     E.P.C.  Std E.P.C.  StdYX E.P.C.

ON/BY Statements

INDIM1   ON F2       /
F2       BY INDIM1               999.000     0.000      0.000        0.000

ON Statements

F2       ON INDIM1               999.000     0.000      0.000        0.000
INDIM2   ON INDIM9                11.152     0.098      0.098        0.098
INDIM4   ON INDIM8                10.653    -0.111     -0.111       -0.111
INDIM8   ON INDIM4                10.657    -0.111     -0.111       -0.111
INDIM9   ON INDIM2                11.154     0.098      0.098        0.098
INDIM10  ON INDIM12               13.308     0.190      0.190        0.190
INDIM12  ON INDIM10               13.297     0.190      0.190        0.190

WITH Statements

INDIM1   WITH F2                 999.000     0.000      0.000        0.000
INDIM8   WITH INDIM4              10.655    -0.111     -0.111       -0.222
INDIM9   WITH INDIM2              11.151     0.098      0.098        0.193
INDIM12  WITH INDIM10             13.302     0.190      0.190        0.772


     Beginning Time:  13:51:26
        Ending Time:  13:51:26
       Elapsed Time:  00:00:00



MUTHEN & MUTHEN
3463 Stoner Ave.
Los Angeles, CA  90066

Tel: (310) 391-9971
Fax: (310) 391-8971
Web: www.StatModel.com
Support: Support@StatModel.com

Copyright (c) 1998-2019 Muthen & Muthen
